{"id":"W2974907749","doi":"10.18438/eblip29593","title":"Emotions Expressed in Online Discussion Forums are Associated with Information Poverty and Level of Information Need","year":2019,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Situational ethics; Relevance (law); Psychology; Online discussion; Deception; Secrecy; Social psychology; Internet privacy; Applied psychology; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003851255,0.000317257,0.0002732073,0.00152801,0.001215849,0.002049074,0.0003012412,0.0007254653,0.002910675],"category_scores_gemma":[0.02564997,0.0001949419,0.0003025274,0.000702801,0.0008735212,0.002376207,0.002104804,0.0008779099,0.0003711249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007032902,"about_ca_system_score_gemma":0.0002759215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004473575,"about_ca_topic_score_gemma":0.0006665536,"domain_scores_codex":[0.9968284,0.001990898,0.0002070677,0.0002202522,0.000540147,0.0002132657],"domain_scores_gemma":[0.9681259,0.02091815,0.007403789,0.0004518132,0.001854245,0.001246019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009198716,0.0004750531,0.4270263,0.002225892,0.0002117192,0.001459199,0.3861449,0.0001953379,0.01086417,0.001973775,0.00429055,0.1642133],"study_design_scores_gemma":[0.00003321506,0.0003815074,0.7328822,0.0008111457,0.00008273196,0.00109023,0.2390222,0.0005535047,0.001575496,0.00186189,0.0216134,0.00009250177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904656,0.001773045,0.0009833566,0.0009126532,0.00008219184,0.00004417145,0.000112599,0.00002147927,0.005604948],"genre_scores_gemma":[0.9964927,0.001096958,0.0009752584,0.0001953698,0.00006770493,0.00008198698,0.0001043129,0.00001382409,0.0009718268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003851255,"threshold_uncertainty_score":0.02036762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349364471505283,"score_gpt":0.2629233430584725,"score_spread":0.2394296983434197,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}